Histogram of continuous variables
DataExplorer::HistogramContinuous(data)
Denisity plot of continuous variables
DataExplorer::DensityContinuous(data)
if (length(p.factor(data)) > 0) {
DataExplorer::BarDiscrete(data)
} else {
print("No factors to plot.")
}
Correlation matrix is based on the pairs.panels() function
e.cormat(data[p.numeric(data)])
e.cormat(data[p.factor(data)])
par(mfrow=c(1,2))
for (i in 1:length(p.numeric(data))) {
y <- data[,p.numeric(data)[i]]
for (t in 1:length(p.factor(data))) {
boxplot(y ~ data[,p.factor(data)[t]], col=rainbow(t), varwidth=TRUE)
abline(h=mean(y), col="navy")
titl(paste(p.numeric(data)[i], "vs.", p.factor(data)[t], sep=" "))
}
}